{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Pupil Aberration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from optiland.analysis import PupilAberration\n",
    "from optiland.samples.objectives import DoubleGauss"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = DoubleGauss()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "tags": [
     "nbsphinx-thumbnail"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x333 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pupil_aberration = PupilAberration(lens, fields=[(0, 1.0)])\n",
    "pupil_aberration.view()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x999 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pupil_aberration = PupilAberration(lens)  # plots all fields by default\n",
    "pupil_aberration.view()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
